--------------------------------------------------------------------------------------------------------
      name:  <unnamed>
       log:  C:\Users\mitch\Dropbox\BLW\POP\Searching for a Bright Line\Replication Materials\Logs/BLW-f
> igures 2,3.log
  log type:  text
 opened on:   4 Dec 2018, 21:53:15

. 
. use "Data/BLW_Expert_Waves123456.dta", clear
( )

. 
. keep if wave==3
(5,375 observations deleted)

. replace expert=1 if expert==.
(1,055 real changes made)

. gen weight=1 /*no weights on expert data*/

. rename luth_id caseid /*to match YouGov*/

. 
. preserve

. use "Data/BLW_Public_Waves3456.dta", clear
( )

. 
. keep if wave==3
(6,000 observations deleted)

. gen expert=0

. tostring caseid, replace
caseid already string; no replace

. save "Data/BLW_Public_Waves3456-w3.dta", replace
file Data/BLW_Public_Waves3456-w3.dta saved

. restore

. 
. append using "Data/BLW_Public_Waves3456-w3.dta"
(note: variable weight was float, now double to accommodate using data's values)

. * rm "Data/BLW_Public_Waves3456-w3.dta"
. 
. preserve

. *reshape to create the single variable imp_ indicating importance of each statement
. drop perf_*

. keep if wave==3
(0 observations deleted)

. reshape long imp_, i(caseid) j(statement) string
(note: j = ban_ideology candidates_disclose common_und compromise contributions districts election_fraud
>  equal_rights expand_executive foreign_influence free_speech funds_transparent investigations journali
> sts judicial_ind judicial_independence judiciary_check legislature_check misconduct monitor_opponents 
> opinions participation patriotism private_gain private_violence protest restraint science votes_impact
>  voting_rights)

Data                               wide   ->   long
-----------------------------------------------------------------------------
Number of obs.                     4055   ->  121650
Number of variables                 218   ->     190
j variable (30 values)                    ->   statement
xij variables:
imp_ban_ideology imp_candidates_disclose ... imp_voting_rights->imp_
-----------------------------------------------------------------------------

. 
. *substitute in clean labels
. drop if statement=="restraint" | statement=="democracy_today" | statement=="science"
(8,110 observations deleted)

. replace statement="All parties allowed" if statement=="ban_ideology"
(4,055 real changes made)

. replace statement="Free speech" if statement=="free_speech"
(4,055 real changes made)

. replace statement="Fraud-free elections" if statement=="election_fraud"
(4,055 real changes made)

. replace statement="Protest tolerated" if statement=="protest"
(4,055 real changes made)

. replace statement="Judiciary can limit executive" if statement=="judiciary_check"
variable statement was str21 now str29
(4,055 real changes made)

. replace statement="Opinions heard on policy" if statement=="opinions"
(4,055 real changes made)

. replace statement="Judicial independence" if statement=="judicial_ind" | statement=="judicial_independ
> ence"
(8,110 real changes made)

. replace statement="No interference with press" if statement=="journalists"
(4,055 real changes made)

. replace statement="Agencies do not punish" if statement=="monitor_opponents"
(4,055 real changes made)

. replace statement="No political violence" if statement=="private_violence"
(4,055 real changes made)

. replace statement="Legislature can limit executive" if statement=="legislature_check"
variable statement was str29 now str31
(4,055 real changes made)

. replace statement="Investigations not compromised" if statement=="investigations"
(4,055 real changes made)

. replace statement="Sanctions for misconduct" if statement=="misconduct"
(4,055 real changes made)

. replace statement="Equal political/legal rights" if statement=="equal_rights"
(4,055 real changes made)

. replace statement="Equal voting rights" if statement=="voting_rights"
(4,055 real changes made)

. replace statement="No foreign influence" if statement=="foreign_influence"
(4,055 real changes made)

. replace statement="No private gains from office" if statement=="private_gain"
(4,055 real changes made)

. replace statement="Campaign funds transparent" if statement=="funds_transparent" 
(4,055 real changes made)

. replace statement="Votes have equal impact" if statement=="votes_impact"
(4,055 real changes made)

. replace statement="Patriotism not questioned" if statement=="patriotism"
(4,055 real changes made)

. replace statement="Common understanding of facts" if statement=="common_und" | statement=="common_unde
> rstanding"
(4,055 real changes made)

. replace statement="Contribs not determine policy" if statement=="contributions" | statement=="contribu
> tions_determine"
(4,055 real changes made)

. replace statement="Participation high" if statement=="participation"
(4,055 real changes made)

. replace statement="Compromise sought" if statement=="compromise"
(4,055 real changes made)

. replace statement="Districts not biased" if statement=="districts"
(4,055 real changes made)

. replace statement="Constitution limits executive" if statement=="expand_executive"
(4,055 real changes made)

. replace statement="Candidates disclose info" if statement=="candidates_disclose" 
(4,055 real changes made)

. 
. *create binary measure
. gen binaryimp=.
(113,540 missing values generated)

. replace binaryimp=0 if (imp_==0 | imp_==1)
(7,304 real changes made)

. replace binaryimp=1 if (imp_==2 | imp_==3)
(31,604 real changes made)

. 
. *create ordering variable
. bysort wave statement: egen meanbinaryimp=mean(binaryimp) if expert==1
(84000 missing values generated)

. bysort statement: egen meanbinaryimp2=mean(meanbinaryimp) if expert==1
(84000 missing values generated)

. 
. bysort wave statement: egen meanimppub=wtmean(binaryimp) if expert==0 & wave==3
(29540 missing values generated)

. bysort statement: egen meanimppub2=mean(meanimppub) if expert==0 
(29540 missing values generated)

. 
. gen trumpapprove=.
(113,540 missing values generated)

. replace trumpapprove=0 if approve_trmp==3 | approve_trmp==4
(49,448 real changes made)

. replace trumpapprove=1 if approve_trmp==1 | approve_trmp==2
(34,244 real changes made)

. 
. gen trumpapprove2=trumpapprove
(29,848 missing values generated)

. replace trumpapprove2=2 if expert==1
(29,540 real changes made)

. 
. replace wt=100 if expert==1
(29,540 real changes made)

. 
. separate binaryimp, by(trumpapprove2)

              storage   display    value
variable name   type    format     label      variable label
--------------------------------------------------------------------------------------------------------
binaryimp0      byte    %9.0g                 binaryimp, trumpapprove2 == 0
binaryimp1      byte    %9.0g                 binaryimp, trumpapprove2 == 1
binaryimp2      byte    %9.0g                 binaryimp, trumpapprove2 == 2

. 
. egen statementnum=group(statement)

. 
. gen statementmeandisapprove=.
(113,540 missing values generated)

. gen disapprovell=.
(113,540 missing values generated)

. gen disapproveul=.
(113,540 missing values generated)

. forvalues i = 1/27 { 
  2. svy: mean binaryimp if statementnum == `i' & wave == 3 & trumpapprove==0
  3. matrix A=r(table)
  4. local blah=A[1,1]
  5. replace statementmeandisapprove = `blah' if statementnum == `i' 
  6. local blah2=A[5,1]
  7. replace disapprovell = `blah2' if statementnum == `i' 
  8. local blah3=A[6,1]
  9. replace disapproveul = `blah3' if statementnum == `i' 
 10. } 
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        598
Number of PSUs   =     598        Population size = 553.671754
                                  Design df       =        597

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .7888696   .0235302      .7426576    .8350815
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        596
Number of PSUs   =     596        Population size = 587.467762
                                  Design df       =        595

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .8062486   .0232063      .7606724    .8518247
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        550
Number of PSUs   =     550        Population size = 506.478859
                                  Design df       =        549

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |    .752951   .0256995      .7024695    .8034324
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        576
Number of PSUs   =     576        Population size = 549.065363
                                  Design df       =        575

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .8803059   .0168175      .8472747    .9133371
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        579
Number of PSUs   =     579        Population size =   551.3513
                                  Design df       =        578

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .7865882   .0226969      .7420098    .8311666
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        542
Number of PSUs   =     542        Population size = 512.739078
                                  Design df       =        541

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |    .613301   .0286982      .5569275    .6696745
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        553
Number of PSUs   =     553        Population size = 523.851022
                                  Design df       =        552

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .8395262    .022995      .7943579    .8846945
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        542
Number of PSUs   =     542        Population size = 522.523257
                                  Design df       =        541

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |    .742946   .0270122      .6898843    .7960077
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        567
Number of PSUs   =     567        Population size = 548.711339
                                  Design df       =        566

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .7910466   .0246879      .7425555    .8395377
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        593
Number of PSUs   =     593        Population size = 598.168751
                                  Design df       =        592

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .8743443   .0189881      .8370521    .9116365
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        602
Number of PSUs   =     602        Population size = 594.917575
                                  Design df       =        601

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .9139392   .0195932      .8754598    .9524187
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        569
Number of PSUs   =     569        Population size = 526.056907
                                  Design df       =        568

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .9304832   .0140104      .9029646    .9580018
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        575
Number of PSUs   =     575        Population size = 573.061452
                                  Design df       =        574

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .8065691   .0223032      .7627632     .850375
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        571
Number of PSUs   =     571        Population size = 536.894932
                                  Design df       =        570

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .8563232   .0244795      .8082421    .9044043
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        559
Number of PSUs   =     559        Population size = 542.022939
                                  Design df       =        558

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .8599731   .0216216      .8175033    .9024428
--------------------------------------------------------------
(8,110 real changes made)
(8,110 real changes made)
(8,110 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        578
Number of PSUs   =     578        Population size = 557.945357
                                  Design df       =        577

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .8229527   .0233895      .7770139    .8688916
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        573
Number of PSUs   =     573        Population size = 533.812736
                                  Design df       =        572

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .8415608   .0214558       .799419    .8837026
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        588
Number of PSUs   =     588        Population size = 533.607081
                                  Design df       =        587

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .9029508   .0163442      .8708505     .935051
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        561
Number of PSUs   =     561        Population size = 565.828704
                                  Design df       =        560

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .7992426   .0257016      .7487592     .849726
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        569
Number of PSUs   =     569        Population size = 545.410219
                                  Design df       =        568

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .7072563   .0276421       .652963    .7615496
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        562
Number of PSUs   =     562        Population size = 526.568067
                                  Design df       =        561

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .8296117   .0223169      .7857768    .8734465
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        549
Number of PSUs   =     549        Population size = 514.858988
                                  Design df       =        548

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .8356221   .0236854      .7890969    .8821473
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        568
Number of PSUs   =     568        Population size = 524.919918
                                  Design df       =        567

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .7521993   .0270268      .6991144    .8052841
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        579
Number of PSUs   =     579        Population size = 538.098334
                                  Design df       =        578

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .5699028   .0274193      .5160493    .6237564
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        579
Number of PSUs   =     579        Population size = 516.539013
                                  Design df       =        578

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .8495825   .0214148      .8075222    .8916428
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        589
Number of PSUs   =     589        Population size = 575.513608
                                  Design df       =        588

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .8587394   .0197718      .8199075    .8975712
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        586
Number of PSUs   =     586        Population size = 540.749748
                                  Design df       =        585

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .8493762   .0236925      .8028436    .8959089
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)

. 
. gen statementmeanapprove=.
(113,540 missing values generated)

. gen approvell=.
(113,540 missing values generated)

. gen approveul=.
(113,540 missing values generated)

. forvalues i = 1/27 { 
  2. svy: mean binaryimp if statementnum == `i' & wave == 3 & trumpapprove==1
  3. matrix A=r(table)
  4. local blah=A[1,1]
  5. replace statementmeanapprove = `blah' if statementnum == `i' 
  6. local blah2=A[5,1]
  7. replace approvell = `blah2' if statementnum == `i' 
  8. local blah3=A[6,1]
  9. replace approveul = `blah3' if statementnum == `i' 
 10. } 
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        395
Number of PSUs   =     395        Population size = 427.016545
                                  Design df       =        394

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .8121878   .0270707      .7589667    .8654089
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        409
Number of PSUs   =     409        Population size =  438.45676
                                  Design df       =        408

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .7696505    .028945      .7127505    .8265505
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        401
Number of PSUs   =     401        Population size = 408.104415
                                  Design df       =        400

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .6832495    .031595      .6211365    .7453626
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        391
Number of PSUs   =     391        Population size = 380.438452
                                  Design df       =        390

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .7913511   .0306496      .7310921    .8516101
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        387
Number of PSUs   =     387        Population size = 436.232035
                                  Design df       =        386

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .7087821   .0336695      .6425835    .7749807
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        389
Number of PSUs   =     389        Population size =  425.28321
                                  Design df       =        388

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .5568145   .0353177      .4873765    .6262524
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        427
Number of PSUs   =     427        Population size = 440.189841
                                  Design df       =        426

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .8090853   .0294099      .7512788    .8668919
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        399
Number of PSUs   =     399        Population size = 420.816969
                                  Design df       =        398

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .6573023   .0342303      .5900075    .7245972
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        411
Number of PSUs   =     411        Population size = 444.705086
                                  Design df       =        410

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .6632871   .0335616      .5973128    .7292614
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        398
Number of PSUs   =     398        Population size = 432.048486
                                  Design df       =        397

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .8257669   .0318101      .7632295    .8883042
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        394
Number of PSUs   =     394        Population size = 388.443819
                                  Design df       =        393

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .8450724    .027651      .7907101    .8994348
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        421
Number of PSUs   =     421        Population size =  432.99842
                                  Design df       =        420

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .8697527   .0254891      .8196507    .9198547
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        406
Number of PSUs   =     406        Population size = 430.722102
                                  Design df       =        405

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .7586541   .0304705      .6987541    .8185541
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        409
Number of PSUs   =     409        Population size = 397.467566
                                  Design df       =        408

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |      .8122   .0291995      .7547997    .8696003
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        391
Number of PSUs   =     391        Population size = 402.187466
                                  Design df       =        390

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .7605724   .0330116      .6956695    .8254754
--------------------------------------------------------------
(8,110 real changes made)
(8,110 real changes made)
(8,110 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        400
Number of PSUs   =     400        Population size = 416.583071
                                  Design df       =        399

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .7068016   .0326258      .6426617    .7709416
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        407
Number of PSUs   =     407        Population size = 393.363567
                                  Design df       =        406

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .7123017    .030653      .6520434    .7725601
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        384
Number of PSUs   =     384        Population size = 402.149039
                                  Design df       =        383

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .7432418   .0314874       .681332    .8051515
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        413
Number of PSUs   =     413        Population size = 452.186018
                                  Design df       =        412

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .6455186    .033026      .5805981    .7104391
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        398
Number of PSUs   =     398        Population size = 431.683721
                                  Design df       =        397

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .6522692   .0347532      .5839458    .7205926
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        402
Number of PSUs   =     402        Population size = 406.395778
                                  Design df       =        401

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .7858993   .0295869      .7277345    .8440641
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        373
Number of PSUs   =     373        Population size =  395.46546
                                  Design df       =        372

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .8075517    .032703      .7432459    .8718576
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        380
Number of PSUs   =     380        Population size =  380.68948
                                  Design df       =        379

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |    .720557   .0313647      .6588863    .7822277
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        381
Number of PSUs   =     381        Population size = 390.689151
                                  Design df       =        380

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .4835744   .0339109      .4168978    .5502509
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        408
Number of PSUs   =     408        Population size = 425.507029
                                  Design df       =        407

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .7737278   .0294386      .7158571    .8315986
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        415
Number of PSUs   =     415        Population size = 466.719196
                                  Design df       =        414

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .8107373   .0314071      .7490001    .8724745
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        383
Number of PSUs   =     383        Population size = 385.426556
                                  Design df       =        382

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .7827157   .0309119      .7219369    .8434946
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)

. 
. gen publicimp=.
(113,540 missing values generated)

. forvalues i = 1/27 { 
  2. svy: mean binaryimp if statementnum == `i' & wave == 3 & expert==0
  3. matrix A=r(table)
  4. local blah=A[1,1]
  5. replace publicimp = `blah' if statementnum == `i' 
  6. }
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        994
Number of PSUs   =     994        Population size = 981.515227
                                  Design df       =        993

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .7983497   .0177749      .7634691    .8332304
--------------------------------------------------------------
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =      1,008
Number of PSUs   =   1,008        Population size = 1,028.7075
                                  Design df       =      1,007

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |     .79037   .0180862       .754879     .825861
--------------------------------------------------------------
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        955
Number of PSUs   =     955        Population size = 922.942425
                                  Design df       =        954

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .7170067   .0204462       .676882    .7571315
--------------------------------------------------------------
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        968
Number of PSUs   =     968        Population size = 930.892202
                                  Design df       =        967

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .8441302   .0162615      .8122184    .8760421
--------------------------------------------------------------
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        968
Number of PSUs   =     968        Population size = 989.219764
                                  Design df       =        967

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .7526298   .0196345      .7140987     .791161
--------------------------------------------------------------
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        933
Number of PSUs   =     933        Population size = 939.120789
                                  Design df       =        932

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .5878841   .0223823      .5439585    .6318097
--------------------------------------------------------------
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        981
Number of PSUs   =     981        Population size = 964.312435
                                  Design df       =        980

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .8253941   .0183751      .7893351    .8614531
--------------------------------------------------------------
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        944
Number of PSUs   =     944        Population size = 947.078285
                                  Design df       =        943

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .7033252   .0214774      .6611762    .7454741
--------------------------------------------------------------
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        981
Number of PSUs   =     981        Population size = 996.182013
                                  Design df       =        980

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .7345937   .0205941        .69418    .7750073
--------------------------------------------------------------
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        996
Number of PSUs   =     996        Population size = 1,034.8071
                                  Design df       =        995

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .8535582   .0173855      .8194418    .8876747
--------------------------------------------------------------
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =      1,000
Number of PSUs   =   1,000        Population size = 987.932484
                                  Design df       =        999

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .8872598   .0161002      .8556658    .9188538
--------------------------------------------------------------
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        996
Number of PSUs   =     996        Population size = 970.662355
                                  Design df       =        995

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .8978089    .014963      .8684462    .9271715
--------------------------------------------------------------
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        983
Number of PSUs   =     983        Population size = 1,006.2107
                                  Design df       =        982

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |    .786525   .0182836      .7506455    .8224045
--------------------------------------------------------------
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        980
Number of PSUs   =     980        Population size = 934.362499
                                  Design df       =        979

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .8375537   .0187598      .8007396    .8743677
--------------------------------------------------------------
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        952
Number of PSUs   =     952        Population size = 945.846834
                                  Design df       =        951

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .8179488   .0190069      .7806485     .855249
--------------------------------------------------------------
(8,110 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        980
Number of PSUs   =     980        Population size = 981.322567
                                  Design df       =        979

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .7679475   .0199079      .7288805    .8070145
--------------------------------------------------------------
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        982
Number of PSUs   =     982        Population size = 930.087434
                                  Design df       =        981

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .7856496   .0181683      .7499965    .8213028
--------------------------------------------------------------
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        973
Number of PSUs   =     973        Population size =  937.04956
                                  Design df       =        972

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .8345432    .016884      .8014099    .8676764
--------------------------------------------------------------
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        976
Number of PSUs   =     976        Population size = 1,019.4094
                                  Design df       =        975

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .7305177   .0205527      .6901852    .7708502
--------------------------------------------------------------
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        969
Number of PSUs   =     969        Population size = 979.050028
                                  Design df       =        968

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .6830164   .0217946      .6402462    .7257865
--------------------------------------------------------------
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        968
Number of PSUs   =     968        Population size = 937.534934
                                  Design df       =        967

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .8112046       .018      .7758811    .8465281
--------------------------------------------------------------
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        926
Number of PSUs   =     926        Population size = 919.267077
                                  Design df       =        925

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .8251454    .019435      .7870036    .8632872
--------------------------------------------------------------
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        950
Number of PSUs   =     950        Population size =  906.69047
                                  Design df       =        949

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .7383164   .0203891      .6983034    .7783293
--------------------------------------------------------------
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        963
Number of PSUs   =     963        Population size = 931.782376
                                  Design df       =        962

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .5344791   .0214674      .4923508    .5766074
--------------------------------------------------------------
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        989
Number of PSUs   =     989        Population size =  944.00213
                                  Design df       =        988

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .8157029   .0177833      .7808055    .8506003
--------------------------------------------------------------
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =      1,005
Number of PSUs   =   1,005        Population size = 1,043.8505
                                  Design df       =      1,004

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .8374959   .0178963      .8023774    .8726145
--------------------------------------------------------------
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        972
Number of PSUs   =     972        Population size = 934.263883
                                  Design df       =        971

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .8231796   .0187681       .786349    .8600102
--------------------------------------------------------------
(4,055 real changes made)

. 
. collapse (mean) disapprovell disapproveul statementmeandisapprove approvell approveul statementmeanapp
> rove publicimp, by(statement)

. 
. gsort +publicimp

. gen ordernum=_n

. export delimited statement using "Figures/fig3ylabels.csv", replace /*use this to generate label order
> */
file Figures/fig3ylabels.csv saved

. list statement publicimp ordernum

     +-------------------------------------------------------+
     |                       statement   public~p   ordernum |
     |-------------------------------------------------------|
  1. |       Patriotism not questioned   .5344791          1 |
  2. |               Compromise sought   .5878841          2 |
  3. |           No political violence   .6830164          3 |
  4. |   Contribs not determine policy   .7033252          4 |
  5. |      Campaign funds transparent   .7170067          5 |
     |-------------------------------------------------------|
  6. |      No interference with press   .7305177          6 |
  7. |            Districts not biased   .7345937          7 |
  8. |              Participation high   .7383164          8 |
  9. |   Common understanding of facts   .7526298          9 |
 10. |   Judiciary can limit executive   .7679476         10 |
     |-------------------------------------------------------|
 11. | Legislature can limit executive   .7856497         11 |
 12. |                     Free speech    .786525         12 |
 13. |             All parties allowed     .79037         13 |
 14. |          Agencies do not punish   .7983497         14 |
 15. |    No private gains from office   .8112046         15 |
     |-------------------------------------------------------|
 16. |               Protest tolerated   .8157029         16 |
 17. |           Judicial independence   .8179488         17 |
 18. |         Votes have equal impact   .8231796         18 |
 19. |        Opinions heard on policy   .8251454         19 |
 20. |   Constitution limits executive   .8253941         20 |
     |-------------------------------------------------------|
 21. |            No foreign influence   .8345432         21 |
 22. |        Sanctions for misconduct   .8374959         22 |
 23. |  Investigations not compromised   .8375537         23 |
 24. |        Candidates disclose info   .8441302         24 |
 25. |    Equal political/legal rights   .8535582         25 |
     |-------------------------------------------------------|
 26. |             Equal voting rights   .8872598         26 |
 27. |            Fraud-free elections   .8978088         27 |
     +-------------------------------------------------------+

.  
. gen disapprovefake=.
(27 missing values generated)

. gen approvefake=.
(27 missing values generated)

.  
. 
. *Figure 3
. twoway (scatter ordernum statementmeandisapprove,ylabel(1(1)27,grid) xlabel(0 "0%" .2 "20%" .4 "40%" .
> 6 "60%" .8 "80%" 1 "100%",labsize(*.8)) ///
> msymbol(T) mcolor(blue)) (rspike disapprovell disapproveul ordernum, horizontal lcolor(blue) scheme(s2
> color) legend(row(1) pos(6) order(5 6) size(*.7) ///
> label(5 "Disapprove of Trump") label(6 "Approve of Trump") symxsize(*.5)) graphregion(fcolor(white) lc
> olor(white) ifcolor(white) ilcolor(white)) ///
> plotregion(fcolor(white) lcolor(white) ifcolor(white) ilcolor(white)) ///
> xtitle(`"Percentage who answered statement is "important" or "essential""' "for democratic government"
> , size(*.7))) ///
> (scatter ordernum statementmeanapprove, msymbol(Sh) mcolor(red)) (rspike approvell approveul ordernum,
>  horizontal lcolor(red)) ///
> (connected ordernum disapprovefake, xscale(r(0 1)) msymbol(T) mcolor(blue) lcolor(blue)) ///
> (connected ordernum approvefake, xscale(r(0 1)) msymbol(Sh) mcolor(red) lcolor(red) ///
> ylabel(27 "Fraud-free elections" 26 "Equal voting rights" 25 "Equal political/legal rights" 24 "Candid
> ates disclose info" ///
> 23 "Investigations not compromised" 22 "Sanctions for misconduct" 21 "No foreign influence" 20 "Consti
> tution limits executive" ///
> 19 "Opinions heard on policy" 18 "Votes have equal impact" 17 "Judicial independence" 16 "Protest tole
> rated" 15 "No private gains from office" ///
> 14 "Agencies do not punish" 13 "All parties allowed" 12 "Free speech" 11 "Legislature can limit execut
> ive" 10 "Judiciary can limit executive" ///
> 9 "Common understanding of facts" 8 "Participation high" 7 "Districts not biased" 6 "No interference w
> ith press" 5 "Campaign funds transparent" ///
> 4 "Contribs not determine policy" 3 "No political violence" 2 "Compromise sought" 1 "Patriotism not qu
> estioned", angle(0) labsize(*.75)) ytitle(""))

. 
. graph export "Figures/fig3.png", width(2000) replace
(file Figures/fig3.png written in PNG format)

. graph export "Figures/fig3.tif", width(10000) replace
(file Figures/fig3.tif written in TIFF format)

. 
. restore

. 
. 
. preserve

. *reshape to create the single variable imp_ indicating importance of each statement
. drop perf_*

. keep if wave==3
(0 observations deleted)

. reshape long imp_, i(caseid) j(statement) string
(note: j = ban_ideology candidates_disclose common_und compromise contributions districts election_fraud
>  equal_rights expand_executive foreign_influence free_speech funds_transparent investigations journali
> sts judicial_ind judicial_independence judiciary_check legislature_check misconduct monitor_opponents 
> opinions participation patriotism private_gain private_violence protest restraint science votes_impact
>  voting_rights)

Data                               wide   ->   long
-----------------------------------------------------------------------------
Number of obs.                     4055   ->  121650
Number of variables                 218   ->     190
j variable (30 values)                    ->   statement
xij variables:
imp_ban_ideology imp_candidates_disclose ... imp_voting_rights->imp_
-----------------------------------------------------------------------------

. 
. *substitute in clean labels
. drop if statement=="restraint" | statement=="democracy_today" | statement=="science"
(8,110 observations deleted)

. replace statement="All parties allowed" if statement=="ban_ideology"
(4,055 real changes made)

. replace statement="Free speech" if statement=="free_speech"
(4,055 real changes made)

. replace statement="Fraud-free elections" if statement=="election_fraud"
(4,055 real changes made)

. replace statement="Protest tolerated" if statement=="protest"
(4,055 real changes made)

. replace statement="Judiciary can limit executive" if statement=="judiciary_check"
variable statement was str21 now str29
(4,055 real changes made)

. replace statement="Opinions heard on policy" if statement=="opinions"
(4,055 real changes made)

. replace statement="Judicial independence" if statement=="judicial_ind" | statement=="judicial_independ
> ence"
(8,110 real changes made)

. replace statement="No interference with press" if statement=="journalists"
(4,055 real changes made)

. replace statement="Agencies do not punish" if statement=="monitor_opponents"
(4,055 real changes made)

. replace statement="No political violence" if statement=="private_violence"
(4,055 real changes made)

. replace statement="Legislature can limit executive" if statement=="legislature_check"
variable statement was str29 now str31
(4,055 real changes made)

. replace statement="Investigations not compromised" if statement=="investigations"
(4,055 real changes made)

. replace statement="Sanctions for misconduct" if statement=="misconduct"
(4,055 real changes made)

. replace statement="Equal political/legal rights" if statement=="equal_rights"
(4,055 real changes made)

. replace statement="Equal voting rights" if statement=="voting_rights"
(4,055 real changes made)

. replace statement="No foreign influence" if statement=="foreign_influence"
(4,055 real changes made)

. replace statement="No private gains from office" if statement=="private_gain"
(4,055 real changes made)

. replace statement="Campaign funds transparent" if statement=="funds_transparent" 
(4,055 real changes made)

. replace statement="Votes have equal impact" if statement=="votes_impact"
(4,055 real changes made)

. replace statement="Patriotism not questioned" if statement=="patriotism"
(4,055 real changes made)

. replace statement="Common understanding of facts" if statement=="common_und" | statement=="common_unde
> rstanding"
(4,055 real changes made)

. replace statement="Contribs not determine policy" if statement=="contributions" | statement=="contribu
> tions_determine"
(4,055 real changes made)

. replace statement="Participation high" if statement=="participation"
(4,055 real changes made)

. replace statement="Compromise sought" if statement=="compromise"
(4,055 real changes made)

. replace statement="Districts not biased" if statement=="districts"
(4,055 real changes made)

. replace statement="Constitution limits executive" if statement=="expand_executive"
(4,055 real changes made)

. replace statement="Candidates disclose info" if statement=="candidates_disclose" 
(4,055 real changes made)

. 
. *create binary measure
. gen binaryimp=.
(113,540 missing values generated)

. replace binaryimp=0 if (imp_==0 | imp_==1)
(7,304 real changes made)

. replace binaryimp=1 if (imp_==2 | imp_==3)
(31,604 real changes made)

. 
. *create ordering variable
. bysort wave statement: egen meanbinaryimp=mean(binaryimp) if expert==1
(84000 missing values generated)

. bysort statement: egen meanbinaryimp2=mean(meanbinaryimp) if expert==1
(84000 missing values generated)

. 
. bysort wave statement: egen meanimppub=mean(binaryimp) if expert==0 & wave==3 
(29540 missing values generated)

. bysort statement: egen meanimppub2=mean(meanimppub) if expert==0 
(29540 missing values generated)

. 
. gen trumpapprove=.
(113,540 missing values generated)

. replace trumpapprove=0 if approve_trmp==3 | approve_trmp==4
(49,448 real changes made)

. replace trumpapprove=1 if approve_trmp==1 | approve_trmp==2
(34,244 real changes made)

. 
. gen trumpapprove2=trumpapprove
(29,848 missing values generated)

. replace trumpapprove2=2 if expert==1
(29,540 real changes made)

. 
. replace wt=100 if expert==1
(29,540 real changes made)

. 
. gen newimp=binaryimp
(74,632 missing values generated)

. separate newimp, by(expert)

              storage   display    value
variable name   type    format     label      variable label
--------------------------------------------------------------------------------------------------------
newimp0         byte    %9.0g                 newimp, expert == 0
newimp1         byte    %9.0g                 newimp, expert == 1

. 
. egen statementnum=group(statement)

. 
. gen statementmeanpublic=.
(113,540 missing values generated)

. gen publicll=.
(113,540 missing values generated)

. gen publicul=.
(113,540 missing values generated)

. forvalues i = 1/27 { 
  2. svy: mean binaryimp if statementnum == `i' & wave == 3 & expert==0
  3. matrix A=r(table)
  4. local blah=A[1,1]
  5. replace statementmeanpublic = `blah' if statementnum == `i' 
  6. local blah2=A[5,1]
  7. replace publicll = `blah2' if statementnum == `i' 
  8. local blah3=A[6,1]
  9. replace publicul = `blah3' if statementnum == `i' 
 10. } 
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        994
Number of PSUs   =     994        Population size = 981.515227
                                  Design df       =        993

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .7983497   .0177749      .7634691    .8332304
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =      1,008
Number of PSUs   =   1,008        Population size = 1,028.7075
                                  Design df       =      1,007

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |     .79037   .0180862       .754879     .825861
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        955
Number of PSUs   =     955        Population size = 922.942425
                                  Design df       =        954

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .7170067   .0204462       .676882    .7571315
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        968
Number of PSUs   =     968        Population size = 930.892202
                                  Design df       =        967

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .8441302   .0162615      .8122184    .8760421
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        968
Number of PSUs   =     968        Population size = 989.219764
                                  Design df       =        967

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .7526298   .0196345      .7140987     .791161
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        933
Number of PSUs   =     933        Population size = 939.120789
                                  Design df       =        932

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .5878841   .0223823      .5439585    .6318097
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        981
Number of PSUs   =     981        Population size = 964.312435
                                  Design df       =        980

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .8253941   .0183751      .7893351    .8614531
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        944
Number of PSUs   =     944        Population size = 947.078285
                                  Design df       =        943

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .7033252   .0214774      .6611762    .7454741
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        981
Number of PSUs   =     981        Population size = 996.182013
                                  Design df       =        980

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .7345937   .0205941        .69418    .7750073
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        996
Number of PSUs   =     996        Population size = 1,034.8071
                                  Design df       =        995

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .8535582   .0173855      .8194418    .8876747
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =      1,000
Number of PSUs   =   1,000        Population size = 987.932484
                                  Design df       =        999

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .8872598   .0161002      .8556658    .9188538
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        996
Number of PSUs   =     996        Population size = 970.662355
                                  Design df       =        995

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .8978089    .014963      .8684462    .9271715
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        983
Number of PSUs   =     983        Population size = 1,006.2107
                                  Design df       =        982

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |    .786525   .0182836      .7506455    .8224045
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        980
Number of PSUs   =     980        Population size = 934.362499
                                  Design df       =        979

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .8375537   .0187598      .8007396    .8743677
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        952
Number of PSUs   =     952        Population size = 945.846834
                                  Design df       =        951

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .8179488   .0190069      .7806485     .855249
--------------------------------------------------------------
(8,110 real changes made)
(8,110 real changes made)
(8,110 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        980
Number of PSUs   =     980        Population size = 981.322567
                                  Design df       =        979

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .7679475   .0199079      .7288805    .8070145
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        982
Number of PSUs   =     982        Population size = 930.087434
                                  Design df       =        981

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .7856496   .0181683      .7499965    .8213028
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        973
Number of PSUs   =     973        Population size =  937.04956
                                  Design df       =        972

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .8345432    .016884      .8014099    .8676764
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        976
Number of PSUs   =     976        Population size = 1,019.4094
                                  Design df       =        975

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .7305177   .0205527      .6901852    .7708502
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        969
Number of PSUs   =     969        Population size = 979.050028
                                  Design df       =        968

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .6830164   .0217946      .6402462    .7257865
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        968
Number of PSUs   =     968        Population size = 937.534934
                                  Design df       =        967

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .8112046       .018      .7758811    .8465281
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        926
Number of PSUs   =     926        Population size = 919.267077
                                  Design df       =        925

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .8251454    .019435      .7870036    .8632872
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        950
Number of PSUs   =     950        Population size =  906.69047
                                  Design df       =        949

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .7383164   .0203891      .6983034    .7783293
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        963
Number of PSUs   =     963        Population size = 931.782376
                                  Design df       =        962

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .5344791   .0214674      .4923508    .5766074
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        989
Number of PSUs   =     989        Population size =  944.00213
                                  Design df       =        988

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .8157029   .0177833      .7808055    .8506003
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =      1,005
Number of PSUs   =   1,005        Population size = 1,043.8505
                                  Design df       =      1,004

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .8374959   .0178963      .8023774    .8726145
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)
(running mean on estimation sample)

Survey: Mean estimation

Number of strata =       1        Number of obs   =        972
Number of PSUs   =     972        Population size = 934.263883
                                  Design df       =        971

--------------------------------------------------------------
             |             Linearized
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .8231796   .0187681       .786349    .8600102
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)

. 
. gen statementmeanexpert=.
(113,540 missing values generated)

. gen expertll=.
(113,540 missing values generated)

. gen expertul=.
(113,540 missing values generated)

. forvalues i = 1/27 { 
  2. mean binaryimp if statementnum == `i' & wave == 3 & expert==1
  3. matrix A=r(table)
  4. local blah=A[1,1]
  5. replace statementmeanexpert = `blah' if statementnum == `i' 
  6. local blah2=A[5,1]
  7. replace expertll = `blah2' if statementnum == `i' 
  8. local blah3=A[6,1]
  9. replace expertul = `blah3' if statementnum == `i' 
 10. } 

Mean estimation                   Number of obs   =        472

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |    .970339   .0078171      .9549783    .9856996
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)

Mean estimation                   Number of obs   =        482

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .9087137   .0131324      .8829097    .9345176
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)

Mean estimation                   Number of obs   =        480

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .7458333   .0198936      .7067439    .7849228
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)

Mean estimation                   Number of obs   =        459

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .8583878   .0162914      .8263726     .890403
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)

Mean estimation                   Number of obs   =        471

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .6687898   .0217094      .6261303    .7114493
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)

Mean estimation                   Number of obs   =        487

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .4989733   .0226804      .4544095    .5435371
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)

Mean estimation                   Number of obs   =        439

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .8792711   .0155679       .848674    .9098681
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)

Mean estimation                   Number of obs   =        441

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .7052154   .0217364      .6624954    .7479354
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)

Mean estimation                   Number of obs   =        464

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .7758621   .0193803      .7377779    .8139462
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)

Mean estimation                   Number of obs   =        458

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .9759825   .0071619      .9619082    .9900568
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)

Mean estimation                   Number of obs   =        456

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .9649123   .0086261      .9479603    .9818643
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)

Mean estimation                   Number of obs   =        440

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .9909091   .0045299      .9820061    .9998121
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)

Mean estimation                   Number of obs   =        464

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .9698276   .0079499      .9542052    .9854499
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)

Mean estimation                   Number of obs   =        458

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .9432314   .0108244      .9219596    .9645033
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)

Mean estimation                   Number of obs   =        508

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .9153543   .0123621       .891067    .9396416
--------------------------------------------------------------
(8,110 real changes made)
(8,110 real changes made)
(8,110 real changes made)

Mean estimation                   Number of obs   =        466

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .8798283    .015079      .8501968    .9094598
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)

Mean estimation                   Number of obs   =        454

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .8942731    .014447      .8658816    .9226646
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)

Mean estimation                   Number of obs   =        461

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .8177874   .0179983      .7824184    .8531564
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)

Mean estimation                   Number of obs   =        449

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .9710468   .0079219      .9554781    .9866155
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)

Mean estimation                   Number of obs   =        452

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |    .920354   .0127489      .8952994    .9454085
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)

Mean estimation                   Number of obs   =        475

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .7705263   .0193139      .7325748    .8084779
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)

Mean estimation                   Number of obs   =        471

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .9320594   .0116075      .9092505    .9548684
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)

Mean estimation                   Number of obs   =        468

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .5555556    .022994      .5103711      .60074
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)

Mean estimation                   Number of obs   =        500

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |       .462   .0223183      .4181505    .5058495
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)

Mean estimation                   Number of obs   =        473

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .9809725   .0062885      .9686156    .9933295
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)

Mean estimation                   Number of obs   =        475

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |   .9115789   .0130402      .8859551    .9372028
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)

Mean estimation                   Number of obs   =        493

--------------------------------------------------------------
             |       Mean   Std. Err.     [95% Conf. Interval]
-------------+------------------------------------------------
   binaryimp |    .841785   .0164529      .8094584    .8741116
--------------------------------------------------------------
(4,055 real changes made)
(4,055 real changes made)
(4,055 real changes made)

. 
. collapse (mean) publicll publicul statementmeanpublic expertll expertul statementmeanexpert, by(statem
> ent)

. 
. gsort +statementmeanexpert

. gen ordernum=_n

. export delimited statement using "Figures/fig2ylabels.csv", replace /*use this to generate label order
> */
file Figures/fig2ylabels.csv saved

.  
. gen publicfake=.
(27 missing values generated)

. gen expertfake=.
(27 missing values generated)

.  
. *Figure 2
. twoway (scatter ordernum statementmeanpublic,ylabel(1(1)27,grid) xlabel(0 "0%" .2 "20%" .4 "40%" .6 "6
> 0%" .8 "80%" 1 "100%",labsize(*.8)) ///
> msymbol(d) mcolor(purple)) (rspike publicll publicul ordernum, horizontal lcolor(purple) scheme(s2colo
> r) legend(row(1) pos(6) order(5 6) size(*.7) ///
> label(5 "Public") label(6 "Experts") symxsize(*.5)) graphregion(fcolor(white) lcolor(white) ifcolor(wh
> ite) ilcolor(white)) plotregion(fcolor(white) ///
> lcolor(white) ifcolor(white) ilcolor(white)) xtitle(`"Percentage who answered statement is "important"
>  or "essential""' "for democratic government", ///
> size(*.7))) (scatter ordernum statementmeanexpert, msymbol(Oh) mcolor(green)) (rspike expertll expertu
> l ordernum, horizontal lcolor(green)) ///
> (connected ordernum publicfake, xscale(r(0 1)) msymbol(d) mcolor(purple) lcolor(purple)) (connected or
> dernum expertfake, xscale(r(0 1)) msymbol(Oh) mcolor(green) ///
> lcolor(green) ylabel(27 "Fraud-free elections" 26 "Protest tolerated" 25 "Equal political/legal rights
> " 24 "No interference with press" ///
> 23 "Agencies do not punish" 22 "Free speech" 21 "Equal voting rights" 20 "Investigations not compromis
> ed" 19 "Opinions heard on policy" ///
> 18 "No political violence" 17 "Judicial independence" 16 "Sanctions for misconduct" 15 "All parties al
> lowed" 14 "Legislature can limit executive" ///
> 13 "Judiciary can limit executive" 12 "Constitution limits executive" 11 "Candidates disclose info" 10
>  "Votes have equal impact" 9 "No foreign influence" ///
> 8 "Districts not biased" 7 "No private gains from office" 6 "Campaign funds transparent" 5 "Contribs n
> ot determine policy" 4 "Common understanding of facts" ///
> 3 "Participation high" 2 "Compromise sought" 1 "Patriotism not questioned", angle(0) labsize(*.75)) yt
> itle(""))

. 
. graph export "Figures/fig2.png", width(2000) replace
(file Figures/fig2.png written in PNG format)

. graph export "Figures/fig2.tif", width(10000) replace
(file Figures/fig2.tif written in TIFF format)

. 
. restore

. 
. log close
      name:  <unnamed>
       log:  C:\Users\mitch\Dropbox\BLW\POP\Searching for a Bright Line\Replication Materials\Logs/BLW-f
> igures 2,3.log
  log type:  text
 closed on:   4 Dec 2018, 21:58:57
--------------------------------------------------------------------------------------------------------
